Intelligence and Investigative Analysis

A document-grounded, reasoning-capable assistant that helps analysts surface connections, entities, and insights across multi-source data.
line graph and bar chart indicating data analysis

Problem

Intelligence and investigative teams sift through massive volumes of unstructured documents, open-source reports, and multimedia content. Conventional keyword search can’t uncover the nuanced relationships—people, places, events, and timelines—that matter for threat assessments or investigative briefs.

What it does

This prebuilt solution turns complex investigative questions into multi-step reasoning flows. Analysts ask natural-language prompts and receive grounded answers with citations, interactive graphs, and map visualizations.

Examples:

  • “Who are the organizational nodes linking Region A and Region B?”
  • “Summarize all reported activity between these entities over the past six months.”
  • “Draft a one-paragraph briefing on cyber affiliations tied to Group X—cite sources.”

Key outputs

  • Interactive network graphs showing entity relationships
  • Geospatial views highlighting patterns and clusters
  • Automated dossiers with bios, associations, and patterns of life
  • Attribution and evaluation scores for every response

How it works (Powered by SeekrFlow™)

Planner: Determines the best tools—document search, graph query, web lookup—to answer the question
Executor: Retrieves data and synthesizes a response across documents, graphs, and APIs
Evaluator: Scores outputs for clarity, groundedness, and completeness (optional toggle)
Thread-aware: Supports multi-turn investigations with context management

Behind the scenes:

  • AI-Ready Data Engine ingests PDFs, Word docs, web pages, and more—then extracts entities and relationships into a graph + vector store
  • Continuous analysis loop refreshes the graph when new data arrives, triggering alerts or updates automatically

Ideal users

  • Intelligence analysts and investigators
  • Security-operations and threat-hunting teams
  • Public-sector agencies monitoring critical infrastructure
  • Research groups exploring complex networks of people, events, or organizations

Built on SeekrFlow

AI-Ready Data Engine: Multi-source ingestion, chunking, metadata tagging

Agent Framework: Planner, Executor, Evaluator

FileSearch + Graph Query: Hybrid retrieval over documents and knowledge graphs

Evaluation Engine: Response scoring and transparency

Web UI & SDK: End-to-end usage without notebooks or manual ops

Value

  • Answers multi-layered investigative questions—not just keyword matches
  • Surfaces hidden links, temporal patterns, and location insights in minutes
  • Automates dossier generation and briefing prep
  • Provides explainable, auditable outputs with direct data attribution
  • Extensible for new data feeds, tools, or domain fine-tuning

Where You Can Extend It

  • Domain fine-tuning for organization-specific lexicons or signals
  • Additional tool integrations (open-source feeds, link-analysis APIs)
  • Red-team simulation to stress-test assumptions
  • Secure enclave hosting for classified environments

Solution traits

Prebuilt Solution | Agentic | Retrieval-Augmented | Evaluable | UI-Ready | Extendable

Takeaway

This isn’t a basic search tool—it’s a reasoning-powered copilot for intelligence work. Deployed on SeekrFlow, it delivers explainability, speed, and depth, helping analysts turn unstructured data into actionable insight across investigations and threat assessments.

Ready to try it yourself?

Let’s Talk

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